| 2019 | From Synthetic Images Towards Detectors of Real Objects: A Case Study on Road Sign Detection. | Przemyslaw Klesk |
| 2019 | Fuzzy Approach for Detection of Anomalies in Time Series. | Adam Kiersztyn, Pawel Karczmarek |
| 2019 | Generalizations of Aggregation Functions for Face Recognition. | Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz |
| 2019 | Robust Training of Radial Basis Function Neural Networks. | Jan Kalina, Petra Vidnerov |
| 2019 | Evolutionary Algorithms Applied to a Shielding Enclosure Design. | Tomas Kadavy, Stanislav Kovar, Michal Pluhacek, Adam Viktorin, Roman Senkerik |
| 2019 | SMT-Based Encoding of Argumentation Dialogue Games. | Magdalena Kacprzak, Anna Sawicka, Andrzej Zbrzezny |
| 2019 | A New Class of Uninorm Aggregation Operations for Fuzzy Theory. | Sndor Jenei |
| 2019 | Prototypes of Arcade Games Enabling Affective Interaction. | Pawel Jemiolo, Barbara Gizycka, Grzegorz J. Nalepa |
| 2019 | Resource-Aware Data Stream Mining Using the Restricted Boltzmann Machine. | Maciej Jaworski, Leszek Rutkowski, Piotr Duda, Andrzej Cader |
| 2019 | Fast Algorithm for Prototypes Selection - Trust-Margin Prototypes. | Norbert Jankowski, Marek Orlinski |
| 2019 | Associative Pattern Matching and Inference Using Associative Graph Data Structures. | Adrian Horzyk, Agata Czajkowska |
| 2019 | Neural Net Model Predictive Controller for Adaptive Active Vibration Suppression of an Unknown System. | Mateusz Heesch, Ziemowit Dworakowski |
| 2019 | Study of Learning Ability in Profit Sharing Using Convolutional Neural Network. | Kazuki Hashiba, Yuko Osana |
| 2019 | Layered Geometric Learning. | Hamideh Hajiabadi, Reza Godaz, Morteza Ghasemi, Reza Monsefi |
| 2019 | Resilient Environmental Monitoring Utilizing a Machine Learning Approach. | Dan Hberlein, Lars Kafurke, Sebastian Hfer, Bogdan Franczyk, Bernhard Jung, Erik Berger |
| 2019 | Smart Well Data Generation via Boundary-Seeking Deep Convolutional Generative Adversarial Networks. | Allan Gurwicz, Smith W. Arauco Canchumuni, Marco Aurlio Cavalcanti Pacheco |
| 2019 | Automatic Recognition of Melody Similarity. | Tomasz Grebski, Krzysztof Pancerz, Piotr Kulicki |
| 2019 | A New Concept of Nonparametric Kernel Approach for Edge Detection. | Tomasz Galkowski, Krzysztof Przybyszewski |
| 2019 | The Dynamically Modified BoW Algorithm Used in Assessing Clicks in Online Ads. | Marcin Gabryel, Krzysztof Przybyszewski |
| 2019 | On Approximating Metric Nearness Through Deep Learning. | Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci, Adnan Yazici |
| 2019 | Method for Generalization of Fuzzy Sets. | Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner |
| 2019 | A New Hybrid Particle Swarm Optimization and Evolutionary Algorithm. | Piotr Dziwiski, Lukasz Bartczuk, Piotr Goetzen |
| 2019 | Human Cognitive State Classification Through Ambulatory EEG Signal Analysis. | Sumanto Dutta, Sumit Hazra, Anup Nandy |
| 2019 | Sensitivity Analysis of the Neural Networks Randomized Learning. | Grzegorz Dudek |
| 2019 | An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and to Catch the Moving Target. | Quoc Bao Diep, Ivan Zelinka, Roman Senkerik |